optimization algorithm

Faster saddle-point optimization for solving large-scale Markov decision processes L4DC 2020 Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines CVPR 2020 Improving Efficiency of Volunteer-Based Food Rescue Operations AAAI 2020 Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees AAAI 2020 Mitigating Manipulation in Peer Review via Randomized Reviewer Assignments NeurIPS 2020 RFocus: Beamforming Using Thousands of Passive Antennas NSDI 2020 Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian NeurIPS 2020 An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search AAAI 2019 Beyond Gradient Descent for Regularized Segmentation Losses CVPR 2019 Clairvoyant Restarts in Branch-and-Bound Search Using Online Tree-Size Estimation AAAI 2019 Constraint Solving and Optimization Using Evolutionary Techniques IJCAI 2019 Dimensionality Reduction for Tukey Regression ICML 2019 Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns AAAI 2019 Fast Sparse Group Lasso NeurIPS 2019 GENO -- GENeric Optimization for Classical Machine Learning NeurIPS 2019 muSSP: Efficient Min-cost Flow Algorithm for Multi-object Tracking NeurIPS 2019 Nostalgic Adam: Weighting More of the Past Gradients When Designing the Adaptive Learning Rate IJCAI 2019 Probabilistic Multilevel Clustering via Composite Transportation Distance AISTATS 2019 Progressive-X: Efficient, Anytime, Multi-Model Fitting Algorithm ICCV 2019 Quasi-hyperbolic momentum and Adam for deep learning ICLR 2019 RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering IJCAI 2019 Spectral Reconstruction From Dispersive Blur: A Novel Light Efficient Spectral Imager CVPR 2019 Three Mechanisms of Weight Decay Regularization ICLR 2019 Using Benson’s Algorithm for Regularization Parameter Tracking AAAI 2019 Accelerating Greedy Coordinate Descent Methods ICML 2018